Ensemble Learning Using Multi-Objective Evolutionary Algorithms

@article{Chandra2006EnsembleLU,
  title={Ensemble Learning Using Multi-Objective Evolutionary Algorithms},
  author={Arjun Chandra and Xin Yao},
  journal={J. Math. Model. Algorithms},
  year={2006},
  volume={5},
  pages={417-445}
}
Multi-objective evolutionary algorithms for the construction of neural ensembles is a relatively new area of research. We recently proposed an ensemble learning algorithm called DIVACE (DIVerse and ACcurate Ensemble learning algorithm). It was shown that DIVACE tries to find an optimal trade-off between diversity and accuracy as it searches for an ensemble for some particular pattern recognition task by treating these two objectives explicitly separately. A detailed discussion of DIVACE… CONTINUE READING
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